IDEAS home Printed from https://ideas.repec.org/a/spr/manrev/v75y2025i1d10.1007_s11301-023-00374-0.html
   My bibliography  Save this article

A bibliometric review of supply chain finance and digitalisation: mapping, current streams, and future research agenda

Author

Listed:
  • Dilnaz Muneeb

    (Abu Dhabi University)

  • Haitham Nobanee

    (Abu Dhabi University
    University of Oxford
    The University of Liverpool)

  • Muhammad Mustafa Kamal

    (Coventry University)

  • Hiba Zaki Shanti

    (Abu Dhabi University)

Abstract

The digitalisation of supply chain finance (SCF) is a relatively new and fast-growing discipline in business and management. It helps reduce financial risk in supply chains and integrates the cash-to-cash cycle and working capital. Given the importance of supply chain digitalisation in this digital era, this study provides an analysis of the extant literature on digitalisation and SCF published in the last 82 (1941–2023) using scientometrics and bibliometric analyses. In total, 4027 scientific documents were retrieved from the Scopus database. The Visualisation of Similarities (VOSviewer) software was employed to perform a co-occurrence analysis of all publication trends, leading authors, and keywords. A bibliometric analysis was conducted on the top documents, authors, sources, and affiliations; cluster and content analyses of the most influential papers published in Scopus to discover the main streams and themes in SCF. The results of the analysis show that SCF is an interdisciplinary research area that intersects sustainability, management, mathematical models, economics, etc. The findings also emphasise that digitalisation should be integrated into supply chain logistics which has implications for the entire supply chain industry, including digital procurement, inventory management and control, receivables management, payables management, delivery and logistics, sources and raw material management, and manufacturing efficiency. The findings are significant as they can help managers focus on technological advancements, supply chain flexibility tactics, and the aptitude of organisations for continued success and alignment with Industry 4.0.

Suggested Citation

  • Dilnaz Muneeb & Haitham Nobanee & Muhammad Mustafa Kamal & Hiba Zaki Shanti, 2025. "A bibliometric review of supply chain finance and digitalisation: mapping, current streams, and future research agenda," Management Review Quarterly, Springer, vol. 75(1), pages 43-81, February.
    • Handle: RePEc:spr:manrev:v:75:y:2025:i:1:d:10.1007_s11301-023-00374-0
    DOI: 10.1007/s11301-023-00374-0
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11301-023-00374-0
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s11301-023-00374-0?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Haitham Nobanee & Mehroz Nida Dilshad & Mona Al Dhanhani & Maitha Al Neyadi & Sultan Al Qubaisi & Saeed Al Shamsi, 2021. "Big Data Applications the Banking Sector: A Bibliometric Analysis Approach," SAGE Open, , vol. 11(4), pages 21582440211, December.
    2. Jörn H. Block & Christian Fisch, 2020. "Eight tips and questions for your bibliographic study in business and management research," Management Review Quarterly, Springer, vol. 70(3), pages 307-312, August.
    3. Sounderpandian, Jayavel & Prasad, Sameer & Madan, Manu, 2008. "Supplies from developing countries: Optimal order quantities under loss risks," Omega, Elsevier, vol. 36(1), pages 122-130, February.
    4. Petersen, Mitchell A & Rajan, Raghuram G, 1997. "Trade Credit: Theories and Evidence," The Review of Financial Studies, Society for Financial Studies, vol. 10(3), pages 661-691.
    5. Dellaert, Nico & van de Poel, Erik, 1996. "Global inventory control in an academic hospital," International Journal of Production Economics, Elsevier, vol. 46(1), pages 277-284, December.
    6. Yang, Yang & Liu, Jie & Hu, Taizhong, 2023. "Capital allocation and pricing decisions under trade credit with time-sensitive stochastic demand," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 173(C).
    7. Sivarajah, Uthayasankar & Kamal, Muhammad Mustafa & Irani, Zahir & Weerakkody, Vishanth, 2017. "Critical analysis of Big Data challenges and analytical methods," Journal of Business Research, Elsevier, vol. 70(C), pages 263-286.
    8. M.J. Cobo & A.G. López-Herrera & E. Herrera-Viedma & F. Herrera, 2011. "Science mapping software tools: Review, analysis, and cooperative study among tools," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 62(7), pages 1382-1402, July.
    9. Marc Deloof, 2003. "Does Working Capital Management Affect Profitability of Belgian Firms?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30(3-4), pages 573-588.
    10. M.J. Cobo & A.G. López‐Herrera & E. Herrera‐Viedma & F. Herrera, 2011. "Science mapping software tools: Review, analysis, and cooperative study among tools," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 62(7), pages 1382-1402, July.
    11. Raymond Fisman & Inessa Love, 2003. "Trade Credit, Financial Intermediary Development, and Industry Growth," Journal of Finance, American Finance Association, vol. 58(1), pages 353-374, February.
    12. Wuttke, David A. & Blome, Constantin & Henke, Michael, 2013. "Focusing the financial flow of supply chains: An empirical investigation of financial supply chain management," International Journal of Production Economics, Elsevier, vol. 145(2), pages 773-789.
    13. Amory Martin & Maryia Markhvida & Stéphane Hallegatte & Brian Walsh, 2020. "Socio-Economic Impacts of COVID-19 on Household Consumption and Poverty," Economics of Disasters and Climate Change, Springer, vol. 4(3), pages 453-479, October.
    14. Ivashina, Victoria & Scharfstein, David, 2010. "Bank lending during the financial crisis of 2008," Journal of Financial Economics, Elsevier, vol. 97(3), pages 319-338, September.
    15. Yu-Wei Chang & Mu-Hsuan Huang & Chiao-Wen Lin, 2015. "Evolution of research subjects in library and information science based on keyword, bibliographical coupling, and co-citation analyses," Scientometrics, Springer;Akadémiai Kiadó, vol. 105(3), pages 2071-2087, December.
    16. Wu, Jiang & Chan, Ya-Lan, 2014. "Lot-sizing policies for deteriorating items with expiration dates and partial trade credit to credit-risk customers," International Journal of Production Economics, Elsevier, vol. 155(C), pages 292-301.
    17. Cornett, Marcia Millon & McNutt, Jamie John & Strahan, Philip E. & Tehranian, Hassan, 2011. "Liquidity risk management and credit supply in the financial crisis," Journal of Financial Economics, Elsevier, vol. 101(2), pages 297-312, August.
    18. Magfura Pervin & Sankar Kumar Roy & Gerhard-Wilhelm Weber, 2018. "Analysis of inventory control model with shortage under time-dependent demand and time-varying holding cost including stochastic deterioration," Annals of Operations Research, Springer, vol. 260(1), pages 437-460, January.
    19. Li, Feng, 2020. "The digital transformation of business models in the creative industries: A holistic framework and emerging trends," Technovation, Elsevier, vol. 92.
    20. Chung, Kun-Jen & Eduardo Cárdenas-Barrón, Leopoldo & Ting, Pin-Shou, 2014. "An inventory model with non-instantaneous receipt and exponentially deteriorating items for an integrated three layer supply chain system under two levels of trade credit," International Journal of Production Economics, Elsevier, vol. 155(C), pages 310-317.
    21. Fahimnia, Behnam & Sarkis, Joseph & Davarzani, Hoda, 2015. "Green supply chain management: A review and bibliometric analysis," International Journal of Production Economics, Elsevier, vol. 162(C), pages 101-114.
    22. Bahoo, Salman, 2020. "Corruption in banks: A bibliometric review and agenda," Finance Research Letters, Elsevier, vol. 35(C).
    23. Smith, Janet Kiholm, 1987. "Trade Credit and Informational Asymmetry," Journal of Finance, American Finance Association, vol. 42(4), pages 863-872, September.
    24. Xu, Xinhan & Chen, Xiangfeng & Jia, Fu & Brown, Steve & Gong, Yu & Xu, Yifan, 2018. "Supply chain finance: A systematic literature review and bibliometric analysis," International Journal of Production Economics, Elsevier, vol. 204(C), pages 160-173.
    25. Angels Niñerola & Maria-Victòria Sánchez-Rebull & Ana-Beatriz Hernández-Lara, 2019. "Tourism Research on Sustainability: A Bibliometric Analysis," Sustainability, MDPI, vol. 11(5), pages 1-17, March.
    26. Garcia-Appendini, Emilia & Montoriol-Garriga, Judit, 2013. "Firms as liquidity providers: Evidence from the 2007–2008 financial crisis," Journal of Financial Economics, Elsevier, vol. 109(1), pages 272-291.
    27. Marc Deloof, 2003. "Does Working Capital Management Affect Profitability of Belgian Firms?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30(3‐4), pages 573-588, April.
    28. Amarjit Gill & Harvinder S. Mand & John D. Obradovich & Neil Mathur, 2019. "The impact of working capital management on the decision of Indian production firms about the amount of dividends," International Journal of Business and Globalisation, Inderscience Enterprises Ltd, vol. 22(3), pages 372-388.
    29. Camerinelli, Enrico, 2009. "Supply chain finance," Journal of Payments Strategy & Systems, Henry Stewart Publications, vol. 3(2), pages 114-128, April.
    30. Philipp Korom, 2019. "A bibliometric visualization of the economics and sociology of wealth inequality: a world apart?," Scientometrics, Springer;Akadémiai Kiadó, vol. 118(3), pages 849-868, March.
    31. Nordman, Emilia Rovira & Tolstoy, Daniel, 2016. "The impact of opportunity connectedness on innovation in SMEs’ foreign-market relationships," Technovation, Elsevier, vol. 57, pages 47-57.
    32. Nasiri, Mina & Ukko, Juhani & Saunila, Minna & Rantala, Tero, 2020. "Managing the digital supply chain: The role of smart technologies," Technovation, Elsevier, vol. 96.
    33. WUTTKE, David A & BLOME, Constantin & HENKE, Michael, 2013. "Focusing the financial flow of supply chains: an empirical investigation of financial supply chain management," LIDAM Reprints CORE 2601, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    34. Fleischmann, Moritz & Kuik, Roelof, 2003. "On optimal inventory control with independent stochastic item returns," European Journal of Operational Research, Elsevier, vol. 151(1), pages 25-37, November.
    35. Chakuu, Sumeer & Masi, Donato & Godsell, Janet, 2019. "Exploring the relationship between mechanisms, actors and instruments in supply chain finance: A systematic literature review," International Journal of Production Economics, Elsevier, vol. 216(C), pages 35-53.
    36. Shenle Pan & Michele Nigrelli & Eric Ballot & Rochdi Sarraj & Yanyan Yang, 2015. "Perspectives of inventory control models in the Physical Internet: A simulation study," Post-Print hal-01112144, HAL.
    37. Peter P. Belobaba, 1989. "OR Practice—Application of a Probabilistic Decision Model to Airline Seat Inventory Control," Operations Research, INFORMS, vol. 37(2), pages 183-197, April.
    38. Kiel, Daniel & Arnold, Christian & Voigt, Kai-Ingo, 2017. "The influence of the Industrial Internet of Things on business models of established manufacturing companies – A business level perspective," Technovation, Elsevier, vol. 68(C), pages 4-19.
    39. Virgil Popa, 2013. "The Financial Supply Chain Management: a New Solution for Supply Chain Resilience," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 15(33), pages 140-153, February.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Wetzel, Philipp & Hofmann, Erik, 2019. "Supply chain finance, financial constraints and corporate performance: An explorative network analysis and future research agenda," International Journal of Production Economics, Elsevier, vol. 216(C), pages 364-383.
    2. Liu, Guangqiang & Wang, Shenghua, 2023. "Digital transformation and trade credit provision: Evidence from China," Research in International Business and Finance, Elsevier, vol. 64(C).
    3. Zhang, Tiantian & Zhang, Cherry Yi & Pei, Qifan, 2019. "Misconception of providing supply chain finance: Its stabilising role," International Journal of Production Economics, Elsevier, vol. 213(C), pages 175-184.
    4. Afrifa, Godfred Adjapong & Gyapong, Ernest & Monem, Reza M., 2018. "Product differentiation, market dynamics and the value relevance of trade payables: Evidence from UK listed firms," Journal of Contemporary Accounting and Economics, Elsevier, vol. 14(3), pages 235-253.
    5. Marak Zericho R. & Pillai Deepa, 2021. "Supply Chain Finance Factors: An Interpretive Structural Modeling Approach," Journal of Management and Business Administration. Central Europe, Sciendo, vol. 29(1), pages 88-111, March.
    6. Felipe Restrepo & Lina Cardona‐Sosa & Philip E. Strahan, 2019. "Funding Liquidity without Banks: Evidence from a Shock to the Cost of Very Short‐Term Debt," Journal of Finance, American Finance Association, vol. 74(6), pages 2875-2914, December.
    7. Quoc Viet Pham & Tran Quang Phuc Pham, 2020. "Does Trade Credit Spur Firm Performance? A Case Study in Vietnam," International Journal of Economics & Business Administration (IJEBA), International Journal of Economics & Business Administration (IJEBA), vol. 0(3), pages 215-227.
    8. Cristina Martínez-Sola & Pedro García-Teruel & Pedro Martínez-Solano, 2014. "Trade credit and SME profitability," Small Business Economics, Springer, vol. 42(3), pages 561-577, March.
    9. H. Kent Baker & Debidutta Pattnaik & Satish Kumar, 2022. "Trade credit and firm profitability: Empirical evidence from India," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(4), pages 3934-3953, October.
    10. Wang, Zhiqiang & Wang, Qiang & Lai, Yin & Liang, Chaojie, 2020. "Drivers and outcomes of supply chain finance adoption: An empirical investigation in China," International Journal of Production Economics, Elsevier, vol. 220(C).
    11. David Rodeiro‐Pazos & Sara Fernández‐López & Raúl Rios‐Rodríguez & Adrián Dios‐Vicente, 2023. "Working capital management and firm sales growth: Evidence from fish processing industry," Agribusiness, John Wiley & Sons, Ltd., vol. 39(4), pages 1254-1278, October.
    12. Jia, Fu & Blome, Constantin & Sun, Hui & Yang, Yang & Zhi, Bangdong, 2020. "Towards an integrated conceptual framework of supply chain finance: An information processing perspective," International Journal of Production Economics, Elsevier, vol. 219(C), pages 18-30.
    13. Dbouk, Wassim & Moussawi-Haidar, Lama & Jaber, Mohamad Y., 2020. "The effect of economic uncertainty on inventory and working capital for manufacturing firms," International Journal of Production Economics, Elsevier, vol. 230(C).
    14. Moro, Andrea & Belghitar, Yacine & Mateus, Cesario, 2021. "National culture and small firms' use of trade credit: Evidence from Europe," Global Finance Journal, Elsevier, vol. 49(C).
    15. Xu, Xinhan & Chen, Xiangfeng & Jia, Fu & Brown, Steve & Gong, Yu & Xu, Yifan, 2018. "Supply chain finance: A systematic literature review and bibliometric analysis," International Journal of Production Economics, Elsevier, vol. 204(C), pages 160-173.
    16. Chakuu, Sumeer & Masi, Donato & Godsell, Janet, 2019. "Exploring the relationship between mechanisms, actors and instruments in supply chain finance: A systematic literature review," International Journal of Production Economics, Elsevier, vol. 216(C), pages 35-53.
    17. Abdulla, Yomna & Dang, Viet Anh & Khurshed, Arif, 2020. "Suppliers' listing status and trade credit provision," Journal of Corporate Finance, Elsevier, vol. 60(C).
    18. Hua Song & Sijie Chen & Anirban Ganguly, 2019. "Innovative Ecosystem In Enhancing Hi-Tech Sme Financing: Mediating Role Of Two Types Of Innovation Capabilities," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 24(02), pages 1-36, April.
    19. Jiao Wang & Lima Zhao & Arnd Huchzermeier, 2021. "Operations‐Finance Interface in Risk Management: Research Evolution and Opportunities," Production and Operations Management, Production and Operations Management Society, vol. 30(2), pages 355-389, February.
    20. Afrifa, Godfred & Tingbani, Ishmael, 2017. "Working Capital Management, Cash Flow and SMEs’ Performance," MPRA Paper 82894, University Library of Munich, Germany, revised Oct 2017.

    More about this item

    Keywords

    Supply chain finance; Digitalisation; Bibliometric analysis; Scientometrics; Industrial revolution 4.0;
    All these keywords.

    JEL classification:

    • F65 - International Economics - - Economic Impacts of Globalization - - - Finance
    • G39 - Financial Economics - - Corporate Finance and Governance - - - Other
    • H81 - Public Economics - - Miscellaneous Issues - - - Governmental Loans; Loan Guarantees; Credits; Grants; Bailouts

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:manrev:v:75:y:2025:i:1:d:10.1007_s11301-023-00374-0. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.